Handcuffed Teen -

This case has intensified the debate over the reliability of AI tools in public schools. Critics argue that these systems often lack the human intuition needed to differentiate between everyday objects and genuine threats, leading to traumatic encounters for students—particularly those from marginalized communities.

The ACLU and other civil rights advocates have pointed out that such "false positives" can turn a mundane after-school moment into a life-threatening situation. While the school district offered counseling to Allen, the lack of a personal apology from officials has been a point of further criticism from his family.

Baltimore County officials, including Councilman Izzy Patoka, have called for an immediate review of procedures, stating that "no child... should be accosted by police for eating a bag of Doritos". Broader Controversy in AI Surveillance

In October 2025, a 16-year-old student at Kenwood High School in Baltimore County, Maryland, was handcuffed at gunpoint after an mistakenly identified a crumpled bag of Doritos in his pocket as a firearm.

The AI system mistook the shape and posture of the student holding the snack bag for someone carrying a weapon.